A tutorial-style function embedding of the Android kernel with LSTM networks. The tutorial will discuss various technical issues, goodness metrics, network calibration, dealing with “big data,” “out-of-vocabulary” problems, etc.
This talk deals with data where records are tagged with a binary tag +1/-1. A common problem encountered by a statistical modeler is a dearth of examples in one of the two classes. This problem is common in classification, especially in anomaly detection, fraud prevention,